Cloud Analytics Benchmark
Summary: Analyzes Snowflake traces to expose gaps in TPC-H/TPC-DS for cloud workloads. Introduces CAB, a benchmark modeling workload fluctuations and multi-tenancy, with user-centric cost and performance metrics across analytics architectures. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Alexander van Renen (Friedrich-Alexander-Universität Erlangen-Nürnberg)
- 2. Viktor Leis (Technical University of Munich)
BibTeX Citation
@article{renen_vldb23,
title = {{Cloud Analytics Benchmark}},
author = {van Renen, Alexander and Leis, Viktor},
journal = {PVLDB},
series = {{VLDB} '23},
volume = {16},
number = {6},
pages = {1413--1425},
doi = {10.14778/3583140.3583156},
url = {https://doi.org/10.14778/3583140.3583156},
year = {2023}
}Incoming Citations (Sorted by Pagerank)
Showing 24 of 24 citing papers.
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Outgoing Citations (Sorted by Pagerank)
Showing 8 of 8 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 52 | The Snowflake Elastic Data Warehouse | 2016 | SIGMOD | 0.00041219077 |
| 216 | Small Materialized Aggregates: A Light Weight Index Structure for Data Warehousing | 1998 | VLDB | 0.00024485024 |
| 932 | Starling: A Scalable Query Engine on Cloud Functions | 2020 | SIGMOD | 0.00013008551 |
| 1,763 | Lambada: Interactive Data Analytics on Cold Data Using Serverless Cloud Infrastructure | 2020 | SIGMOD | 9.7003359e-05 |
| 1,952 | Quantifying TPC-H Choke Points and Their Optimizations | 2020 | VLDB | 9.3189525e-05 |
| 2,213 | Towards Cost-Optimal Query Processing in the Cloud | 2021 | VLDB | 8.8206114e-05 |
| 2,966 | Choosing A Cloud DBMS: Architectures and Tradeoffs | 2019 | VLDB | 7.8039817e-05 |
| 4,756 | Cuckoo Index: A Lightweight Secondary Index Structure | 2020 | VLDB | 6.43221e-05 |
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